WIKINDX Resources
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Book Chapter:
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ID no. (ISBN etc.): 0-7695-2747-7
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BibTeX citation key: milne.661
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Milne David, Medelyan Olena & Witten Ian H. (2006). « Mining Domain-Specific Thesauri from Wikipedia : A Case Study ». In WI '06: Proceedings of the 2006 IEEE/WIC/ACM International Conference on Web Intelligence. Washington : IEEE Computer Society, p. 442–448.
Added by: Laure Endrizzi 2007-11-20 17:12:25 Last edited by: Laure Endrizzi 2007-11-20 17:21:02
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Abstract
Domain-specific thesauri are high-cost, high-maintenance, high-value knowledge structures. We show how the classic thesaurus structure of terms and links can be mined automatically from Wikipedia. In a comparison with a professional thesaurus for agriculture we find that Wikipedia contains a substantial proportion of its concepts and semantic relations; furthermore it has impressive coverage of contemporary documents in the domain. Thesauri derived using our techniques capitalize on existing public efforts and tend to reflect contemporary language usage better than their costly, painstakingly-constructed manual counterparts.
Added by: Laure Endrizzi Last edited by: Laure Endrizzi
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Notes
Added by: Laure Endrizzi Last edited by: Laure Endrizzi
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